Machine Learning/
Sridhar, Dr. S.
Machine Learning/ By Dr. S. Sridhar & Dr. M. Vijayalakshmi. - 1st Ed. - New Delhi: Oxford University Press, 2021. - xiv, 479p;, 23cm.
Contents:
1. Introduction to Machine Learning.
2. Understanding Data.
3. Basics of Learning Theory.
4. Similarity-based Learning.
5. Regression Analysis.
6. Decision Tree Learning.
7. Rule-based Learning.
8. Bayesian Learning.
9. Probabilistic Graphical Models.
10. Artificial Neural Networks.
11. Support Vector Machines.
12. Ensemble Learning.
13. Clustering Algorithms.
14. Reinforcement Learning.
15. Genetic Algorithms.
16. Deep Learning.
Includes
1. Bibliography.
2. Index.
3. About the Author.
4. Related Titles.
9780190127275
006.31 / SRI
Machine Learning/ By Dr. S. Sridhar & Dr. M. Vijayalakshmi. - 1st Ed. - New Delhi: Oxford University Press, 2021. - xiv, 479p;, 23cm.
Contents:
1. Introduction to Machine Learning.
2. Understanding Data.
3. Basics of Learning Theory.
4. Similarity-based Learning.
5. Regression Analysis.
6. Decision Tree Learning.
7. Rule-based Learning.
8. Bayesian Learning.
9. Probabilistic Graphical Models.
10. Artificial Neural Networks.
11. Support Vector Machines.
12. Ensemble Learning.
13. Clustering Algorithms.
14. Reinforcement Learning.
15. Genetic Algorithms.
16. Deep Learning.
Includes
1. Bibliography.
2. Index.
3. About the Author.
4. Related Titles.
9780190127275
006.31 / SRI